A comprehensive list of gradient-based multi-objective optimization algorithms in deep learning.
☆119Aug 8, 2025Updated last year
Alternatives and similar repositories for Awesome-Multi-Objective-Deep-Learning
Users that are interested in Awesome-Multi-Objective-Deep-Learning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- LibMOON is a standard and flexible framework to study gradient-based multiobjective optimization.☆144Mar 28, 2025Updated last year
- Code for ICML2023 Paper: Continuation Path Learning for Homotopy Optimization☆13Dec 31, 2025Updated 8 months ago
- ☆11Jun 22, 2021Updated 5 years ago
- Official implementation of "Fair Resource Allocation in Multi-Task Learning" [ICML 2024]☆23Oct 22, 2024Updated last year
- Official repository of "Pareto Manifold Learning: Tackling multiple tasks via ensembles of single-task models" [ICML 2023]☆26Jun 30, 2026Updated 2 months ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- L2O/NCO codes from CIAM Group at SUSTech, Shenzhen, China☆100May 28, 2025Updated last year
- ☆13Nov 20, 2023Updated 2 years ago
- [ECCV 2022 Oral] AutoMix: Unveiling the Power of Mixup for Stronger Classifiers☆18Apr 25, 2023Updated 3 years ago
- ☆34Feb 20, 2026Updated 6 months ago
- Multi-Objective Reinforcement Learning algorithms implementations.☆533Jul 29, 2026Updated last month
- ☆72Sep 5, 2024Updated last year
- ☆64Mar 17, 2026Updated 5 months ago
- A list of awesome papers and resources of the intersection of Large Language Models and Evolutionary Computation.☆147Mar 18, 2025Updated last year
- This is the official implementation of ScaleBiO: Scalable Bilevel Optimization for LLM Data Reweighting☆25Jul 30, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆25Oct 25, 2023Updated 2 years ago
- Code for AAAI Workshop WMAC "Paper Simulating Rumor Spreading in Social Networks using LLM agents"☆13Feb 20, 2025Updated last year
- ☆47Apr 30, 2025Updated last year
- This is the official code for the paper "Reconstruct before Query: Continual Missing Modality Learning with Decomposed Prompt Collaborati…☆12Aug 13, 2024Updated 2 years ago
- The Instances of AGV and machine integrated scheduling problem in flexible job shop☆26Apr 21, 2023Updated 3 years ago
- [AAAI-23] Improving Pareto Front Learning via Multi-Sample Hypernetworks☆10Aug 22, 2024Updated 2 years ago
- Model-Based Transfer Learning for Contextual Reinforcement Learning (NeurIPS 2024)☆27Jan 21, 2026Updated 7 months ago
- Large Neighborhood Search based on Neural Construction Heuristics☆45May 3, 2022Updated 4 years ago
- ☆19Jul 2, 2025Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- The PyTorch implementation of the paper "AutoCTS: Automated Correlated Time Series Forecasting".☆19Jan 21, 2022Updated 4 years ago
- Code for SIGKDD2025 paper: An Efficient Diffusion-based Non-Autoregressive Solver for Traveling Salesman Problem☆15Jan 28, 2025Updated last year
- ☆24May 3, 2025Updated last year
- ☆16Nov 28, 2022Updated 3 years ago
- Transforming Neural Architecture Search (NAS) into multi-objective optimization problems. A benchmark suite for testing evolutionary algo…☆141May 1, 2026Updated 4 months ago
- This is an official implementation of "DeformableTST: Transformer for Time Series Forecasting without Over-reliance on Patching" (NeurIPS…☆23Oct 30, 2024Updated last year
- Humos paper repository☆26Sep 6, 2025Updated 11 months ago
- KDD'23 --- Graph Neural Processes for Spatio-Temporal Extrapolation☆39May 29, 2023Updated 3 years ago
- Code for TR2-D2: Tree Search Guided Trajectory-Aware Fine-Tuning for Discrete Diffusion☆23Feb 12, 2026Updated 6 months ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- python implementation of "Multi-Goal Multi-Agent Pickup and Delivery"☆13May 18, 2023Updated 3 years ago
- ☆38Nov 3, 2023Updated 2 years ago
- A model predictive control based voltage source inverter☆11Jan 11, 2020Updated 6 years ago
- MetaDE is a GPU-accelerated evolutionary framework that optimizes Differential Evolution (DE) strategies via meta-level evolution. Suppor…☆240May 1, 2026Updated 4 months ago
- ☆45Nov 17, 2023Updated 2 years ago
- Generalizing to New Physical Systems via Context-Informed Dynamics Model☆28May 6, 2024Updated 2 years ago
- LLM4AD: A Platform for Algorithm Design with Large Language Model☆771Jun 30, 2026Updated 2 months ago